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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBXN7 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBXN7 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.2
Number of samples
486
Samples
Sample
Description
TPM
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
46.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
46.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
45.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
42.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
40.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
39.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
39.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
33.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBXN7 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBXN7 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.7
Number of samples
207
Samples
Sample
Description
TPM
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
46.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
40.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
39.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
38.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
37.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
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Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
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Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
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Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
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Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
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Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
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Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
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Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
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Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
